The 2016 Texas A&M Robotics Workshop, held on April, 2016, hosted talks from world recognized researchers whose expertise covers the spectrum of robotics and automation. These researchers became the 2016 RSS Area Chairs who gathered to select the papers and plan the program for RSS 2016.